/tmp/ipykernel_7890/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
Turtle 38 RDF/XML Syntax 35 unknown 8 OWL/XML Syntax 2 Turtle Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 76 | 2769.809524 | 10858.297320 | 0.0 | 101.50 | 334.0 | 1796.00 | 96738.0 |
| Declaration | 76 | 660.880952 | 1387.497838 | 0.0 | 51.75 | 249.5 | 624.75 | 11135.0 |
| SubClassOf | 72 | 731.119048 | 2657.867400 | 0.0 | 14.00 | 144.0 | 599.00 | 23882.0 |
| ObjectPropertyRange | 65 | 34.750000 | 63.713189 | 0.0 | 4.00 | 19.5 | 37.25 | 520.0 |
| ObjectPropertyDomain | 64 | 32.285714 | 62.791790 | 0.0 | 1.75 | 18.0 | 34.75 | 517.0 |
| DataPropertyRange | 57 | 11.309524 | 24.117671 | 0.0 | 0.00 | 3.5 | 10.00 | 170.0 |
| InverseObjectProperties | 54 | 10.678571 | 21.508284 | 0.0 | 0.00 | 2.0 | 8.25 | 126.0 |
| SubObjectPropertyOf | 54 | 44.297619 | 93.517060 | 0.0 | 0.00 | 8.5 | 55.00 | 709.0 |
| DataPropertyDomain | 48 | 12.761905 | 35.484468 | 0.0 | 0.00 | 2.0 | 7.00 | 235.0 |
| ClassAssertion | 47 | 125.690476 | 460.651921 | 0.0 | 0.00 | 1.0 | 20.00 | 3053.0 |
| DisjointClasses | 47 | 165.023810 | 1338.836862 | 0.0 | 0.00 | 1.0 | 11.25 | 12277.0 |
| EquivalentClasses | 41 | 106.392857 | 671.468827 | 0.0 | 0.00 | 0.0 | 27.50 | 6147.0 |
| SubAnnotationPropertyOf | 39 | 6.952381 | 14.489635 | 0.0 | 0.00 | 0.0 | 10.00 | 85.0 |
| SubDataPropertyOf | 35 | 7.678571 | 27.866792 | 0.0 | 0.00 | 0.0 | 5.25 | 242.0 |
| TransitiveObjectProperty | 34 | 3.392857 | 7.069394 | 0.0 | 0.00 | 0.0 | 5.00 | 38.0 |
| AnnotationPropertyRangeOf | 29 | 2.607143 | 5.370643 | 0.0 | 0.00 | 0.0 | 2.00 | 20.0 |
| FunctionalObjectProperty | 26 | 1.714286 | 3.612466 | 0.0 | 0.00 | 0.0 | 1.25 | 18.0 |
| SymmetricObjectProperty | 25 | 2.535714 | 6.010927 | 0.0 | 0.00 | 0.0 | 1.25 | 35.0 |
| FunctionalDataProperty | 25 | 1.345238 | 3.903949 | 0.0 | 0.00 | 0.0 | 1.00 | 26.0 |
| InverseFunctionalObjectProperty | 24 | 0.940476 | 2.267376 | 0.0 | 0.00 | 0.0 | 1.00 | 12.0 |
| IrrefexiveObjectProperty | 21 | 2.750000 | 6.543414 | 0.0 | 0.00 | 0.0 | 0.25 | 35.0 |
| AsymmetricObjectProperty | 18 | 1.892857 | 4.794620 | 0.0 | 0.00 | 0.0 | 0.00 | 22.0 |
| ObjectPropertyAssertion | 17 | 267.035714 | 1435.078953 | 0.0 | 0.00 | 0.0 | 0.00 | 10267.0 |
| DisjointUnion | 17 | 6.904762 | 21.107082 | 0.0 | 0.00 | 0.0 | 0.00 | 116.0 |
| DataPropertyAssertion | 15 | 92.785714 | 449.014693 | 0.0 | 0.00 | 0.0 | 0.00 | 3617.0 |
| SubPropertyChainOf | 14 | 2.869048 | 14.751581 | 0.0 | 0.00 | 0.0 | 0.00 | 120.0 |
| EquivalentObjectProperties | 9 | 0.880952 | 4.183746 | 0.0 | 0.00 | 0.0 | 0.00 | 36.0 |
| AnnotationPropertyDomain | 9 | 0.238095 | 0.913342 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| DisjointObjectProperties | 8 | 0.452381 | 1.786190 | 0.0 | 0.00 | 0.0 | 0.00 | 12.0 |
| Rule | 8 | 0.952381 | 3.636842 | 0.0 | 0.00 | 0.0 | 0.00 | 25.0 |
| DifferentIndividuals | 6 | 0.404762 | 2.751206 | 0.0 | 0.00 | 0.0 | 0.00 | 25.0 |
| ReflexiveObjectProperty | 6 | 0.107143 | 0.439547 | 0.0 | 0.00 | 0.0 | 0.00 | 3.0 |
| SameIndividual | 2 | 1.607143 | 12.985643 | 0.0 | 0.00 | 0.0 | 0.00 | 118.0 |
| EquivalentDataProperties | 1 | 0.059524 | 0.545545 | 0.0 | 0.00 | 0.0 | 0.00 | 5.0 |
| DatatypeDefinition | 1 | 0.011905 | 0.109109 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| DisjointDataProperties | 1 | 0.023810 | 0.218218 | 0.0 | 0.00 | 0.0 | 0.00 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 76 | 2815.928571 | 9315.374946 | 0.0 | 110.5 | 615.5 | 2110.25 | 78469.0 |
| ObjectUnionOf | 50 | 12.678571 | 20.680100 | 0.0 | 0.0 | 2.0 | 16.00 | 88.0 |
| ObjectAllValuesFrom | 45 | 20.440476 | 51.643437 | 0.0 | 0.0 | 1.5 | 18.25 | 400.0 |
| ObjectSomeValuesFrom | 43 | 269.857143 | 1814.880202 | 0.0 | 0.0 | 1.0 | 66.00 | 16614.0 |
| ObjectIntersectionOf | 39 | 96.071429 | 679.518855 | 0.0 | 0.0 | 0.0 | 13.50 | 6217.0 |
| ObjectExactCardinality | 32 | 4.821429 | 15.164290 | 0.0 | 0.0 | 0.0 | 3.00 | 115.0 |
| DataExactCardinality | 27 | 2.190476 | 4.303196 | 0.0 | 0.0 | 0.0 | 3.00 | 18.0 |
| ObjectComplementOf | 21 | 3.392857 | 19.853692 | 0.0 | 0.0 | 0.0 | 0.25 | 179.0 |
| DataSomeValuesFrom | 18 | 1.630952 | 4.883658 | 0.0 | 0.0 | 0.0 | 0.00 | 33.0 |
| DataAllValuesFrom | 17 | 0.654762 | 1.616884 | 0.0 | 0.0 | 0.0 | 0.00 | 9.0 |
| ObjectHasValue | 17 | 7.047619 | 33.591775 | 0.0 | 0.0 | 0.0 | 0.00 | 211.0 |
| DataHasValue | 16 | 19.333333 | 65.646797 | 0.0 | 0.0 | 0.0 | 0.00 | 494.0 |
| ObjectMinCardinality | 16 | 1.250000 | 3.626791 | 0.0 | 0.0 | 0.0 | 0.00 | 19.0 |
| ObjectMaxCardinality | 12 | 11.273810 | 97.538914 | 0.0 | 0.0 | 0.0 | 0.00 | 894.0 |
| ObjectOneOf | 10 | 5.702381 | 34.890458 | 0.0 | 0.0 | 0.0 | 0.00 | 272.0 |
| DataMinCardinality | 6 | 0.214286 | 1.431752 | 0.0 | 0.0 | 0.0 | 0.00 | 13.0 |
| DataMaxCardinality | 6 | 1.190476 | 6.825671 | 0.0 | 0.0 | 0.0 | 0.00 | 59.0 |
| ObjectHasSelf | 1 | 0.011905 | 0.109109 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 42 | OBO | 0.316 | 0.549 | 0.083 |
| 57 | PROVO | 0.311 | 0.504 | 0.119 |
| 25 | FOAF | 0.297 | 0.333 | 0.262 |
| 27 | IAO | 0.296 | 0.593 | 0.000 |
| 6 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 15 | EMMO | 0.275 | 0.549 | 0.000 |
| 20 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 59 | QUDT | 0.275 | 0.549 | 0.000 |
| 77 | nfdicore | 0.275 | 0.549 | 0.000 |
| 54 | PMDCO | 0.275 | 0.549 | 0.000 |
| 18 | EMMO_Datamodel | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 21 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 4 | CCO | 0.252 | 0.504 | 0.000 |
| 62 | SEMMD | 0.252 | 0.504 | 0.000 |
| 19 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 3 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 46 | OIEmaterials | 0.241 | 0.482 | 0.000 |
| 47 | OIEmodels | 0.241 | 0.482 | 0.000 |
| 71 | m4i | 0.241 | 0.482 | 0.000 |
| 61 | SAREF | 0.241 | 0.482 | 0.000 |
| 45 | OIEmanufacturing | 0.241 | 0.482 | 0.000 |
| 65 | SP | 0.234 | 0.467 | 0.000 |
| 39 | NPO | 0.234 | 0.467 | 0.000 |
| 30 | MAMBO | 0.234 | 0.467 | 0.000 |
| 0 | AMONTOLOGY | 0.234 | 0.467 | 0.000 |
| 23 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 31 | MDO | 0.234 | 0.467 | 0.000 |
| 12 | DEB | 0.234 | 0.467 | 0.000 |
| 67 | UO | 0.234 | 0.467 | 0.000 |
| 64 | SO | 0.234 | 0.467 | 0.000 |
| 9 | CIF-core | 0.222 | 0.444 | 0.000 |
| 75 | mvc | 0.222 | 0.444 | 0.000 |
| 13 | DISO | 0.222 | 0.444 | 0.000 |
| 38 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 49 | OM | 0.222 | 0.444 | 0.000 |
| 37 | MatOnto | 0.222 | 0.444 | 0.000 |
| 41 | OA | 0.222 | 0.444 | 0.000 |
| 40 | NanoMine | 0.222 | 0.444 | 0.000 |
| 72 | mat | 0.222 | 0.444 | 0.000 |
| 26 | GPO | 0.222 | 0.444 | 0.000 |
| 35 | MSEO | 0.222 | 0.444 | 0.000 |
| 29 | LPBFO | 0.219 | 0.438 | 0.000 |
| 34 | MOL_TENSILE | 0.219 | 0.438 | 0.000 |
| 82 | tribAIn | 0.219 | 0.438 | 0.000 |
| 5 | CDCO | 0.200 | 0.400 | 0.000 |
| 1 | ASMO | 0.200 | 0.400 | 0.000 |
| 14 | DSIM | 0.200 | 0.400 | 0.000 |
| 10 | CMSO | 0.200 | 0.400 | 0.000 |
| 68 | WILD | 0.200 | 0.400 | 0.000 |
| 55 | PODO | 0.200 | 0.400 | 0.000 |
| 76 | mwo | 0.200 | 0.400 | 0.000 |
| 24 | EXPO | 0.200 | 0.400 | 0.000 |
| 51 | P-Plan | 0.200 | 0.400 | 0.000 |
| 7 | CHEMINF | 0.200 | 0.400 | 0.000 |
| 53 | PLDO | 0.200 | 0.400 | 0.000 |
| 28 | LDO | 0.200 | 0.400 | 0.000 |
| 80 | periodictable | 0.200 | 0.400 | 0.000 |
| 66 | SSN | 0.189 | 0.378 | 0.000 |
| 33 | MOL_BRINELL | 0.189 | 0.378 | 0.000 |
| 36 | MSLE | 0.189 | 0.378 | 0.000 |
| 32 | MDS | 0.189 | 0.378 | 0.000 |
| 56 | PRIMA | 0.189 | 0.378 | 0.000 |
| 63 | SKOS_MDO | 0.189 | 0.378 | 0.000 |
| 81 | ssos | 0.189 | 0.378 | 0.000 |
| 44 | OIEcharacterisation-methods | 0.189 | 0.378 | 0.000 |
| 50 | OSMO | 0.189 | 0.378 | 0.000 |
| 69 | bmo | 0.189 | 0.378 | 0.000 |
| 48 | OIEsoftware | 0.189 | 0.378 | 0.000 |
| 11 | CSO | 0.167 | 0.333 | 0.000 |
| 73 | matinfo | 0.167 | 0.333 | 0.000 |
| 60 | QUDV | 0.167 | 0.333 | 0.000 |
| 78 | ontorule | 0.155 | 0.311 | 0.000 |
| 74 | metal-alloy | 0.000 | 0.000 | 0.000 |
| 43 | OEO | 0.000 | 0.000 | 0.000 |
| 17 | EMMO_BattINFO | 0.000 | 0.000 | 0.000 |
| 83 | vimmp | 0.000 | 0.000 | 0.000 |
| 79 | opmw | 0.000 | 0.000 | 0.000 |
| 16 | EMMO_BVC | 0.000 | 0.000 | 0.000 |
| 8 | CHMO | 0.000 | 0.000 | 0.048 |
| 22 | EMMO_mechanical_testing | 0.000 | 0.000 | 0.000 |
| 52 | PATO | 0.000 | 0.000 | 0.095 |
| 58 | Photovoltaics | 0.000 | 0.000 | 0.000 |
| 70 | enanomapper | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 84.0 | 0.194988 | 0.082638 | 0.0 | 0.189 | 0.2205 | 0.24100 | 0.316 |
| score_dash | 84.0 | 0.384286 | 0.160919 | 0.0 | 0.378 | 0.4380 | 0.47075 | 0.593 |
| score_impact | 84.0 | 0.007226 | 0.034122 | 0.0 | 0.000 | 0.0000 | 0.00000 | 0.262 |